AWS Certified Machine Learning - Specialty MLS-C01 — Topic 1 Question 37

Question

A Machine Learning Specialist working for an online fashion company wants to build a data ingestion solution for the company's Amazon S3-based data lake. The Specialist wants to create a set of ingestion mechanisms that will enable future capabilities comprised of: • Real-time analytics • Interactive analytics of historical data • Clickstream analytics • Product recommendations Which services should the Specialist use?

Accepted Answer

Correct answer: A. The correct answer is A. Option A: AWS Glue as the data catalog; Amazon Kinesis Data Streams and Amazon Kinesis Data Analytics for real-time data insights; Amazon Kinesis Data Firehose for delivery to Amazon ES for clickstream analytics; Amazon EMR to... Kinesis Data Firehose delivers streaming data to destinations like S3/Redshift with no servers to manage. Kinesis Data Streams ingests and processes high-volume real-time streaming data. Amazon Kinesis ingests and processes real-time streaming data at scale. This option meets the real-time / low-latency performance requirement.

AWS Certified Machine Learning - Specialty MLS-C01 — Question 37